Dominik Klein

According to our database, Dominik Klein authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics.

Dominik Klein, Théo Uscidda, Fabian J. Theis, Marco Cuturi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation.

Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generative Entropic Neural Optimal Transport To Map Within and Across Spaces.

Dominik Klein, Théo Uscidda, Fabian J. Theis, Marco Cuturi

CoRR, 2023

2021

A sandbox for prediction and integration of DNA, RNA, and proteins in single cells.

Malte Lücken, Daniel Burkhardt, Robrecht Cannoodt, Christopher Lance, Aditi Agrawal, Hananeh Aliee, Ann Chen, Louise Deconinck, Angela Detweiler, Alejandro Granados, Shelly Huynh, Laura Isacco, Yang Kim, Dominik Klein, Bony de Kumar, Sunil Kuppasani, Heiko Lickert, Aaron McGeever, Joaquin Melgarejo, Honey Mekonen, Maurizio Morri, Michaela Müller, Norma Neff, Sheryl Paul, Bastian Rieck, Kaylie Schneider, Scott Steelman, Michael Sterr, Daniel Treacy, Alexander Tong, Alexandra-Chloé Villani, Guilin Wang, Jia Yan, Ce Zhang, Angela Pisco, Smita Krishnaswamy, Fabian J. Theis, Jonathan M. Bloom

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021